Triple

T16449643
Position Surface form Disambiguated ID Type / Status
Subject Juvenile Division (Santa Clara County Superior Court) E399518 entity
Predicate hearsCasesFiledBy P112842 FINISHED
Object Santa Clara County Department of Family and Children’s Services
The Santa Clara County Department of Family and Children’s Services is the county agency responsible for protecting children from abuse and neglect, providing child welfare and foster care services, and supporting families in crisis within Santa Clara County, California.
E1213907 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Santa Clara County Department of Family and Children’s Services | Statement: [Juvenile Division (Santa Clara County Superior Court), hearsCasesFiledBy, Santa Clara County Department of Family and Children’s Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santa Clara County Department of Family and Children’s Services
Context triple: [Juvenile Division (Santa Clara County Superior Court), hearsCasesFiledBy, Santa Clara County Department of Family and Children’s Services]
  • A. Sacramento County Child Protective Services
    Sacramento County Child Protective Services is a county agency responsible for investigating child abuse and neglect, protecting at-risk children, and coordinating services to support child safety and family stability in Sacramento County.
  • B. Los Angeles County Department of Children and Family Services
    The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
  • C. Fresno County Department of Social Services
    The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.
  • D. Alameda County District Attorney’s Office
    The Alameda County District Attorney’s Office is the government agency responsible for prosecuting criminal cases and representing the people in legal matters within Alameda County, California.
  • E. Santa Clara County Parks and Recreation Department
    Santa Clara County Parks and Recreation Department is the county agency responsible for managing and maintaining Santa Clara County’s regional parks, open spaces, and recreational facilities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Santa Clara County Department of Family and Children’s Services
Triple: [Juvenile Division (Santa Clara County Superior Court), hearsCasesFiledBy, Santa Clara County Department of Family and Children’s Services]
Generated description
The Santa Clara County Department of Family and Children’s Services is the county agency responsible for protecting children from abuse and neglect, providing child welfare and foster care services, and supporting families in crisis within Santa Clara County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santa Clara County Department of Family and Children’s Services
Target entity description: The Santa Clara County Department of Family and Children’s Services is the county agency responsible for protecting children from abuse and neglect, providing child welfare and foster care services, and supporting families in crisis within Santa Clara County, California.
  • A. Sacramento County Child Protective Services
    Sacramento County Child Protective Services is a county agency responsible for investigating child abuse and neglect, protecting at-risk children, and coordinating services to support child safety and family stability in Sacramento County.
  • B. Los Angeles County Department of Children and Family Services
    The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
  • C. Fresno County Department of Social Services
    The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.
  • D. Alameda County District Attorney’s Office
    The Alameda County District Attorney’s Office is the government agency responsible for prosecuting criminal cases and representing the people in legal matters within Alameda County, California.
  • E. Santa Clara County Parks and Recreation Department
    Santa Clara County Parks and Recreation Department is the county agency responsible for managing and maintaining Santa Clara County’s regional parks, open spaces, and recreational facilities.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32cdfb0ec8190b75c4e6f4aceb200 completed April 18, 2026, 7:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0045979c588190b6f7b249147f3174 completed May 10, 2026, 8:45 a.m.
NEDg Description generation batch_6a00472cdc2881908211045515cd21ee completed May 10, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0047b4b6688190afef52b39788ceae completed May 10, 2026, 8:54 a.m.
Created at: April 10, 2026, 5:10 a.m.